{"id":"W4327726221","doi":"10.5194/tc-2022-163-ac2","title":"Reply on EC2","year":2023,"lang":"bn","type":"peer-review","venue":"","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Environment and Climate Change Canada; McGill University","keywords":"Smoothed-particle hydrodynamics; Mechanics; Smoothing; Physics; Mathematics; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002248875,0.0005009138,0.0006618152,0.0003783562,0.0001453536,0.0001028745,0.0003037953,0.0002617956,0.01302849],"category_scores_gemma":[0.0003078114,0.0004884339,0.0004442261,0.0006070452,0.00002165726,0.0001055134,0.00008282629,0.0009617851,0.02893596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003410533,"about_ca_system_score_gemma":0.00006966853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005770243,"about_ca_topic_score_gemma":0.000201302,"domain_scores_codex":[0.9978861,0.00003495549,0.0007738158,0.0005239876,0.0003687449,0.0004124382],"domain_scores_gemma":[0.9980579,0.0004065348,0.00008954053,0.001099469,0.0002108661,0.0001356986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001482048,0.0000314054,0.000001269353,0.001542641,0.0001566227,0.000009981632,0.00001202318,0.09770287,0.000005692833,0.003917354,0.8939552,0.002663485],"study_design_scores_gemma":[0.00007198384,0.00004887367,0.00003318801,0.004601586,0.0001102379,0.000004572924,0.00000611387,0.2925975,0.000002309477,0.00007017282,0.7021024,0.0003511064],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002750311,0.007887993,0.00435184,0.05779347,0.02558472,0.001061331,0.001055922,0.001798037,0.9004392],"genre_scores_gemma":[0.0003440508,0.03281296,0.000500739,0.005941339,0.0007846062,0.00009208555,0.001840203,0.000225119,0.9574589],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1948946,"threshold_uncertainty_score":0.9997568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03102655729416912,"score_gpt":0.3066859321179118,"score_spread":0.2756593748237427,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}